Loading...
Q2 2026 · Growth · AI & Machine Learning
6 ai & machine learning startups at growth stage ranked by GitHub engineering acceleration in Q2 2026. photoprism leads with 34 commits over 14 days (+36%). Growth-stage startups at Series C and beyond. Engineering signals at this scale indicate platform expansion, new product line development, or preparation for an IPO or major strategic milestone.
Investor insight
At growth stage, engineering signals indicate strategic direction — a major deploy-frequency spike often maps to a product launch; an infrastructure buildout often signals a new business line. Useful for secondary investors, growth funds, and corporate development teams benchmarking targets.
| # | Company | Stage | Geo | Commits (14d) | Change | Contributors | Contrib. Growth | New Repos | Signal |
|---|---|---|---|---|---|---|---|---|---|
| 1 | photoprism AI-Powered Photos App for the Decentralized Web. We are on a mission to protect your freedom and privacy. View signal profile → | Growth | EU | 34 | +36% | 100 | +0% | 0 | Framework migration |
| 2 | harvard-edgeView signal profile → | Growth | Unknown | 532 | +10% | 95 | +32% | 1 | Framework migration |
| 3 | paperless-ngxView signal profile → | Growth | Unknown | 54 | -10% | 100 | +0% | 0 | Framework migration |
| 4 | nautechsystems next-generation algorithmic trading technologies View signal profile → | Growth | Unknown | 178 | -12% | 100 | +16% | 1 | Framework migration |
| 5 | mlflow The open source AI engineering platform for agents, LLMs, and ML models. View signal profile → | Growth | US | 358 | -21% | 100 | +20% | 0 | Framework migration |
| 6 | roboflowView signal profile → | Growth | US | 39 | -35% | 90 | +5% | 2 | Framework migration |
Sorted by commit velocity change (14-day window). Stage from contributor count + enrichment. Last updated Q2 2026.
Get the free weekly engineering acceleration rankings, or unlock the full Dashboard for real-time tracking, sector filters, and founder contact data. Beta pricing: EUR 9.97 per month.
Want the signal while you browse Crunchbase? Install the free Chrome extension →
photoprism leads ai & machine learning growth-stage startups in Q2 2026 with 34 commits over a rolling 14-day window (+36% change) and 100 active contributors. Across all 6 ai & machine learning startups at this stage, the average 14-day commit velocity is 199 commits.
At growth stage, engineering signals indicate strategic direction — a major deploy-frequency spike often maps to a product launch; an infrastructure buildout often signals a new business line. Useful for secondary investors, growth funds, and corporate development teams benchmarking targets.
Stage is derived from contributor count, team-size enrichment, and funding history where publicly available. Stage buckets (Pre-Seed, Seed, Series A/B, Growth) use broad matching for sample size. Always verify independently before any investment action.